A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters.
Pierrick PocheluSerge G. PetitonBruno ConchePublished in: HPC Asia (2022)
Keyphrases
- neural network
- search algorithm
- pattern recognition
- clustering algorithm
- bayesian networks
- search space
- neural network ensemble
- artificial neural networks
- search strategy
- akaike information criterion
- real time
- cluster analysis
- hierarchical clustering
- parallel processing
- ensemble learning
- graphics hardware
- process model
- training set